Patients will have a central venous line (plastic tube) placed into a major vein in the chest before beginning treatment. The line stays in the body during the entire treatment period and is used to give chemotherapy and other medications, if needed, and to draw blood samples. All treatment is given on a single day every 3 weeks. This constitutes one treatment cycle. Cycle 1 consists of bevacizumab alone; cycles 2 through 7 consist of bevacizumab with doxorubicin and docetaxel. During each cycle, patients also receive injections under the skin of G-CSF, a drug that raises the number of infection-fighting white blood cells, which are often decreased as a side effect of chemotherapy. After cycle 7, patients may require surgery and radiation or radiation alone. After radiation treatment, bevacizumab is re-started, given alone every 3 weeks for an additional eight cycles. Patients whose tumors are positive for estrogen or progesterone receptors will be advised to take the drug tamoxifen or anastrozole for 5 years to decrease the chances of disease recurrence. This would begin with cycle 8.